EPCA - Enhanced Principal Component Analysis for Medical Data Dimensionality Reduction.
Vinutha M. R.Chandrika J.Balachandran KrishnanSujatha Arun KokatnoorPublished in: SN Comput. Sci. (2023)
Keyphrases
- medical data
- dimensionality reduction
- principal component analysis
- principal components
- medical images
- low dimensional
- medical data mining
- clinical data
- high dimensional data
- linear discriminant analysis
- dimension reduction
- medical information
- feature extraction
- high dimensionality
- independent component analysis
- lower dimensional
- feature space
- singular value decomposition
- medical data sets
- patient outcomes
- imaging modalities
- manifold learning
- random projections
- linear projection
- data mining
- dimensionality reduction methods
- patient data
- pattern recognition
- high dimensional
- covariance matrix
- medical records
- face recognition
- linear dimensionality reduction
- locally linear embedding
- feature selection
- health records
- face images
- data miners
- electronic health records
- privacy sensitive
- kernel pca
- information systems